James Aymer

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upvoted 15 papers 11 months ago

PAL: Program-aided Language Models

Paper • 2211.10435 • Published Nov 18, 2022 • 4

Automatic Chain of Thought Prompting in Large Language Models

Paper • 2210.03493 • Published Oct 7, 2022 • 2

Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 2

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 48

Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 3

Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 15

ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 14

Learning to summarize from human feedback

Paper • 2009.01325 • Published Sep 2, 2020 • 4

The Power of Scale for Parameter-Efficient Prompt Tuning

Paper • 2104.08691 • Published Apr 18, 2021 • 9

QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 45

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 30

Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning

Paper • 2303.15647 • Published Mar 28, 2023 • 4

Measuring Massive Multitask Language Understanding

Paper • 2009.03300 • Published Sep 7, 2020 • 3

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Paper • 1905.00537 • Published May 2, 2019 • 2

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Paper • 1804.07461 • Published Apr 20, 2018 • 4

upvoted 5 papers 12 months ago

Scaling Instruction-Finetuned Language Models

Paper • 2210.11416 • Published Oct 20, 2022 • 7

MARRS: Multimodal Reference Resolution System

Paper • 2311.01650 • Published Nov 3, 2023 • 2

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 10

Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 6

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 11